I am a Research Scientist at Meta. My interests lie in improving the performance of machine learning applications and simplifying the programming model for parallel computing. Before joining Meta, I got my CS PhD from UT Austin (Advisor: Prof. Robert van de Geijn ).
If you want to know more about the performance optimizations for matrix multiplication (one of the most important building blocks for deep learning), you might be interested in how to optimize GEMM and BLISlab . If you want to learn about the practical implementations of the fast matrix multiplication algorithms like Strassen's algorithm , you might be interested in my thesis .